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Afsari S, Korshoj LE, Abel GR, Khan S, Chatterjee A, Nagpal P. Quantum Point Contact Single-Nucleotide Conductance for DNA and RNA Sequence Identification. ACS NANO 2017; 11:11169-11181. [PMID: 28968085 DOI: 10.1021/acsnano.7b05500] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Several nanoscale electronic methods have been proposed for high-throughput single-molecule nucleic acid sequence identification. While many studies display a large ensemble of measurements as "electronic fingerprints" with some promise for distinguishing the DNA and RNA nucleobases (adenine, guanine, cytosine, thymine, and uracil), important metrics such as accuracy and confidence of base calling fall well below the current genomic methods. Issues such as unreliable metal-molecule junction formation, variation of nucleotide conformations, insufficient differences between the molecular orbitals responsible for single-nucleotide conduction, and lack of rigorous base calling algorithms lead to overlapping nanoelectronic measurements and poor nucleotide discrimination, especially at low coverage on single molecules. Here, we demonstrate a technique for reproducible conductance measurements on conformation-constrained single nucleotides and an advanced algorithmic approach for distinguishing the nucleobases. Our quantum point contact single-nucleotide conductance sequencing (QPICS) method uses combed and electrostatically bound single DNA and RNA nucleotides on a self-assembled monolayer of cysteamine molecules. We demonstrate that by varying the applied bias and pH conditions, molecular conductance can be switched ON and OFF, leading to reversible nucleotide perturbation for electronic recognition (NPER). We utilize NPER as a method to achieve >99.7% accuracy for DNA and RNA base calling at low molecular coverage (∼12×) using unbiased single measurements on DNA/RNA nucleotides, which represents a significant advance compared to existing sequencing methods. These results demonstrate the potential for utilizing simple surface modifications and existing biochemical moieties in individual nucleobases for a reliable, direct, single-molecule, nanoelectronic DNA and RNA nucleotide identification method for sequencing.
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Affiliation(s)
- Sepideh Afsari
- Department of Chemical and Biological Engineering, ‡Renewable and Sustainable Energy Institute (RASEI), §BioFrontiers Institute, and ⊥Materials Science and Engineering, University of Colorado Boulder , Boulder, Colorado 80309, United States
| | - Lee E Korshoj
- Department of Chemical and Biological Engineering, ‡Renewable and Sustainable Energy Institute (RASEI), §BioFrontiers Institute, and ⊥Materials Science and Engineering, University of Colorado Boulder , Boulder, Colorado 80309, United States
| | - Gary R Abel
- Department of Chemical and Biological Engineering, ‡Renewable and Sustainable Energy Institute (RASEI), §BioFrontiers Institute, and ⊥Materials Science and Engineering, University of Colorado Boulder , Boulder, Colorado 80309, United States
| | - Sajida Khan
- Department of Chemical and Biological Engineering, ‡Renewable and Sustainable Energy Institute (RASEI), §BioFrontiers Institute, and ⊥Materials Science and Engineering, University of Colorado Boulder , Boulder, Colorado 80309, United States
| | - Anushree Chatterjee
- Department of Chemical and Biological Engineering, ‡Renewable and Sustainable Energy Institute (RASEI), §BioFrontiers Institute, and ⊥Materials Science and Engineering, University of Colorado Boulder , Boulder, Colorado 80309, United States
| | - Prashant Nagpal
- Department of Chemical and Biological Engineering, ‡Renewable and Sustainable Energy Institute (RASEI), §BioFrontiers Institute, and ⊥Materials Science and Engineering, University of Colorado Boulder , Boulder, Colorado 80309, United States
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Korshoj LE, Afsari S, Chatterjee A, Nagpal P. Conformational Smear Characterization and Binning of Single-Molecule Conductance Measurements for Enhanced Molecular Recognition. J Am Chem Soc 2017; 139:15420-15428. [PMID: 29017006 DOI: 10.1021/jacs.7b08246] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Electronic conduction or charge transport through single molecules depends primarily on molecular structure and anchoring groups and forms the basis for a wide range of studies from molecular electronics to DNA sequencing. Several high-throughput nanoelectronic methods such as mechanical break junctions, nanopores, conductive atomic force microscopy, scanning tunneling break junctions, and static nanoscale electrodes are often used for measuring single-molecule conductance. In these measurements, "smearing" due to conformational changes and other entropic factors leads to large variances in the observed molecular conductance, especially in individual measurements. Here, we show a method for characterizing smear in single-molecule conductance measurements and demonstrate how binning measurements according to smear can significantly enhance the use of individual conductance measurements for molecular recognition. Using quantum point contact measurements on single nucleotides within DNA macromolecules, we demonstrate that the distance over which molecular junctions are maintained is a measure of smear, and the resulting variance in unbiased single measurements depends on this smear parameter. Our ability to identify individual DNA nucleotides at 20× coverage increases from 81.3% accuracy without smear analysis to 93.9% with smear characterization and binning (SCRIB). Furthermore, merely 7 conductance measurements (7× coverage) are needed to achieve 97.8% accuracy for DNA nucleotide recognition when only low molecular smear measurements are used, which represents a significant improvement over contemporary sequencing methods. These results have important implications in a broad range of molecular electronics applications from designing robust molecular switches to nanoelectronic DNA sequencing.
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Affiliation(s)
- Lee E Korshoj
- Department of Chemical and Biological Engineering, ‡Renewable and Sustainable Energy Institute (RASEI), §BioFrontiers Institute, and ∥Materials Science and Engineering, University of Colorado Boulder , Boulder, Colorado 80309, United States
| | - Sepideh Afsari
- Department of Chemical and Biological Engineering, ‡Renewable and Sustainable Energy Institute (RASEI), §BioFrontiers Institute, and ∥Materials Science and Engineering, University of Colorado Boulder , Boulder, Colorado 80309, United States
| | - Anushree Chatterjee
- Department of Chemical and Biological Engineering, ‡Renewable and Sustainable Energy Institute (RASEI), §BioFrontiers Institute, and ∥Materials Science and Engineering, University of Colorado Boulder , Boulder, Colorado 80309, United States
| | - Prashant Nagpal
- Department of Chemical and Biological Engineering, ‡Renewable and Sustainable Energy Institute (RASEI), §BioFrontiers Institute, and ∥Materials Science and Engineering, University of Colorado Boulder , Boulder, Colorado 80309, United States
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Brun C. DNA for Nanopackaging: A Promising Bottom-Up Approach. IEEE NANOTECHNOLOGY MAGAZINE 2017. [DOI: 10.1109/mnano.2016.2633679] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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Neupane GP, Dhakal KP, Kim MS, Lee H, Guthold M, Joseph VS, Hong JD, Kim J. Simple method of DNA stretching on glass substrate for fluorescence imaging and spectroscopy. JOURNAL OF BIOMEDICAL OPTICS 2014; 19:051210. [PMID: 24407597 DOI: 10.1117/1.jbo.19.5.051210] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/01/2013] [Accepted: 12/13/2013] [Indexed: 06/03/2023]
Abstract
We demonstrate a simple method of stretching DNA to its full length, suitable for optical imaging and atomic force microscopy (AFM). Two competing forces on the DNA molecules, which are the electrostatic attraction between positively charged dye molecules (YOYO-1) intercalated into DNA and the negatively charged surface of glass substrate, and the centrifugal force of the rotating substrate, are mainly responsible for the effective stretching and the dispersion of single strands of DNA. The density of stretched DNA molecules could be controlled by the concentration of the dye-stained DNA solution. Stretching of single DNA molecules was confirmed by AFM imaging and the photoluminescence spectra of single DNA molecule stained with YOYO-1 were obtained, suggesting that our method is useful for spectroscopic analysis of DNA at the single molecule level.
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Affiliation(s)
- Guru P Neupane
- IBS Center for Integrated Nanostructure Physics, Institute for Basic Science (IBS), Daejeon 305-701, Republic of KoreabSungkyunkwan University, Department of Energy Science, Suwon 440-746, Republic of Korea
| | - Krishna P Dhakal
- IBS Center for Integrated Nanostructure Physics, Institute for Basic Science (IBS), Daejeon 305-701, Republic of KoreabSungkyunkwan University, Department of Energy Science, Suwon 440-746, Republic of Korea
| | - Min Su Kim
- IBS Center for Integrated Nanostructure Physics, Institute for Basic Science (IBS), Daejeon 305-701, Republic of Korea
| | - Hyunsoo Lee
- Wake Forest University, Department of Physics, Winston-Salem, North Carolina 27109
| | - Martin Guthold
- Wake Forest University, Department of Physics, Winston-Salem, North Carolina 27109
| | - Vincent S Joseph
- Incheon National University, Department of Chemistry, Incheon 406-772, Republic of Korea
| | - Jong-Dal Hong
- Incheon National University, Department of Chemistry, Incheon 406-772, Republic of Korea
| | - Jeongyong Kim
- IBS Center for Integrated Nanostructure Physics, Institute for Basic Science (IBS), Daejeon 305-701, Republic of KoreabSungkyunkwan University, Department of Energy Science, Suwon 440-746, Republic of KoreaeIncheon National University, Department of Physi
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Xie WY, Huang WT, Luo HQ, Li NB. CTAB-capped Mn-doped ZnS quantum dots and label-free aptamer for room-temperature phosphorescence detection of mercury ions. Analyst 2013; 137:4651-3. [PMID: 22919701 DOI: 10.1039/c2an35777a] [Citation(s) in RCA: 55] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
A new room-temperature phosphorescence (RTP) mercury ions sensor has been developed based on cetyltrimethylammonium bromide-capped Mn-doped ZnS quantum dots (CTAB/Mn-ZnS QDs) and label-free thymine (T)-rich aptamer. The formed T-Hg(2+)-T dsDNA can linearly quench the RTP of Mn-ZnS QDs through electron transfer and aggregation effect, and give a detection limit of 1.5 nM.
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Affiliation(s)
- Wan Yi Xie
- Key Laboratory of Eco-environments in Three Gorges Reservoir Region, Ministry of Education, School of Chemistry, Southwest University, Chongqing, PR China
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Esmail Nazari Z, Gurevich L. Controlled deposition and combing of DNA across lithographically defined patterns on silicon. BEILSTEIN JOURNAL OF NANOTECHNOLOGY 2013; 4:72-6. [PMID: 23399926 PMCID: PMC3566866 DOI: 10.3762/bjnano.4.8] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/20/2012] [Accepted: 01/08/2013] [Indexed: 05/23/2023]
Abstract
We have developed a new procedure for efficient combing of DNA on a silicon substrate, which allows reproducible deposition and alignment of DNA molecules across lithographically defined patterns. The technique involves surface modification of Si/SiO(2) substrates with a hydrophobic silane by using gas-phase deposition. Thereafter, DNA molecules are aligned by dragging the droplet on the hydrophobic substrate with a pipette tip. Using this procedure, DNA molecules were stretched to an average value of 122% of their contour length. Furthermore, we demonstrated combing of ca. 900 nm long stretches of genomic DNA across nanofabricated electrodes, which was not possible by using other available combing methods. Similar results were also obtained for DNA-peptide conjugates. We suggest this method as a simple yet reliable technique for depositing and aligning DNA and DNA derivatives across nanofabricated patterns.
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Affiliation(s)
- Zeinab Esmail Nazari
- Institute of Physics and Nanotechnology, Aalborg University, 9220 Aalborg, Denmark
| | - Leonid Gurevich
- Institute of Physics and Nanotechnology, Aalborg University, 9220 Aalborg, Denmark
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Alaeddini R. Forensic implications of PCR inhibition—A review. Forensic Sci Int Genet 2012; 6:297-305. [DOI: 10.1016/j.fsigen.2011.08.006] [Citation(s) in RCA: 164] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2011] [Revised: 07/18/2011] [Accepted: 07/19/2011] [Indexed: 10/17/2022]
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Yang X, Li B, Wang H, Hou B. Inhibition of CTAB on the Corrosion of Mild Steel in Hydrochloric Acid. J DISPER SCI TECHNOL 2011. [DOI: 10.1080/01932691003800197] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Sun L, Zhao D, Zhang Z, Li B, Shen D. DNA-based fabrication of density-controlled vertically aligned ZnO nanorod arrays and their SERS applications. ACTA ACUST UNITED AC 2011. [DOI: 10.1039/c1jm10830a] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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Ueno R. Visualization of sporopollenin-containing pathogenic green micro-alga Prototheca wickerhamii by fluorescent in situ hybridization (FISH). Can J Microbiol 2009; 55:465-72. [DOI: 10.1139/w08-155] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Fluorescent in situ hybridization (FISH) using taxon-specific, rRNA-targeted oligonucleotide probes is one of the most powerful tools for the rapid identification of harmful microorganisms. However, eukaryotic algal cells do not always allow FISH probes to permeate over their cell walls. Members of the pathogenic micro-algal genus Prototheca are characterized by their distinctive cell-wall component, sporopollenin, an extremely tough biopolymer that resists acid and alkaline hydrolysis, enzyme attack, and acetolysis. To our knowledge, there has been no report of the successful permeation by the oligonucleotide probes over the cell walls of unicellular green micro-algae, which contain sporopollenin. The DNA probes passed through the cell wall of Prototheca wickerhamii after treating the algal cells with cetyltrimethylammonium bromide (CTAB). Most cells in the middle logarithmic growth phase culture fluoresced when hybridized with the rRNA-targeted universal probe for eukaryotes, though individual cells included in this culture differed in the level of cell-wall vulnerability to attack by the polysaccharide-degrading enzyme, thus reflecting the different stages of the life cycle. This is the first report regarding the visualization of sporopollenin-containing, green micro-algal cells by FISH.
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Affiliation(s)
- Ryohei Ueno
- Department of Ocean Sciences, Tokyo University of Marine Science and Technology, Konan, Minato, Tokyo, 108-8477, Japan. (e-mail: )
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Sun L, Sun Y, Xu F, Zhang Y, Yang T, Guo C, Liu Z, Li Z. Atomic force microscopy and surface-enhanced Raman scattering detection of DNA based on DNA-nanoparticle complexes. NANOTECHNOLOGY 2009; 20:125502. [PMID: 19420468 DOI: 10.1088/0957-4484/20/12/125502] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
We report a simple method for the label-free detection of double-stranded DNA using surface-enhanced Raman scattering (SERS). We prepared cetyltrimethylammonium bromide (CTAB)-capped silver nanoparticles and a DNA-nanoparticle complex by adding silver nanoparticles to lambda-DNA solutions. In the present study, the utilization of CTAB-capped silver nanoparticles facilitates the electrostatic interaction between DNA molecules and silver nanoparticles; at the same time, the introduction of DNA avoids adding aggregating agent for the formation of nanoparticle aggregates to obtain large enhancement of DNA, because the DNA acts as both the probe molecules and aggregating agent of Ag nanoparticles. Atomic force microscopy (AFM) studies show that the morphology of DNA-Ag nanoparticle complexes seems to be determined by the concentrations of the DNA and the nanoparticles. Surface-enhanced Raman scattering (SERS) studies show that the morphology of the complexes plays a significant role in the intensity of SERS signals of DNA, and the best signal enhancement of DNA can be obtained by fine-tuning the experimental parameters. The SERS spectrum affords important structural information about the bases, phosphate backbone, and the conformation of DNA after mixing the DNA solutions with the Ag sol.
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Affiliation(s)
- Lanlan Sun
- State Key Lab of Electroanalytical Chemistry, Changchun Institute of Applied Chemistry, Graduate school of the Chinese Academy of Sciences, Chinese Academy of Sciences, Changchun, People's Republic of China
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